Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• PrimerSeq: Design and visualization of RT-PCR primers for alternative splicing using RNA-seq data.

  PMID 24747190 · PMC4411361 · Genomics, proteomics & bioinformatics · 2014 · 8 claims · 3 setups

  Has reproduction · 90

  PrimerSeq is a user-friendly stand-alone software with a GUI for systematic design and visualization of RT-PCR primers for alternative splicing analysis using user-provided RNA-seq data.

  heart genome rna-seq rt-pcr

• Grad-seq identifies KhpB as a global RNA-binding protein in Clostridioides difficile that regulates toxin production.

  PMID 37223250 · PMC10117727 · microLife · 2021 · 8 claims · 9 setups

  Has reproduction · 50

  Grad-seq resolves in-gradient sedimentation profiles for ~87-88% of annotated C. difficile transcripts and ~50% of annotated proteins, providing a comprehensive RNA-protein complexome resource

  difficile grad-seq rna-seq lc-ms

• Multi-modal skin atlas identifies a multicellular immune-stromal community associated with disrupted cornification and specific T cell expansion in atopic dermatitis.

  PMID 41741455 · PMC13057205 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  Generated a multi-modal single-cell atlas of 280,518 cells from 27 samples/17 adults (healthy, AD non-lesional/lesional, scleroderma), integrated with 430,186 cells from four prior studies into a 710,704-cell human skin atlas with 86 annotated granular cell subsets.

  skin healthy keratinocytes re-annotated droplet-based scrna-seq bulk

• The ubiquitin ligase KLHL6 drives resistance to CD8(+) T cell dysfunction.

  PMID 41535474 · PMC12979199 · Nature · 2026 · 8 claims · 8 setups

  Full-text index only

  KLHL6 is a dual-negative regulator of both T cell exhaustion and mitochondrial dysfunction

  cd8+ cas9+ sgklhl6-transduced klhl6 bulk pooled flow

• AuPairWise: A Method to Estimate RNA-Seq Replicability through Co-expression.

  PMID 27082953 · PMC4833304 · PLoS computational biology · 2016 · 7 claims · 6 setups

  Has reproduction · 88

  Sample-sample correlation of transcript abundances is a misleading measure of replicability for assessing differential expression, because it is dominated by gene-specific dynamic ranges rather than condition-dependent variation.

  liver encode publicly co-expressed rna-seq meta-analysis computational

• Modeling ChIP sequencing in silico with applications.

  PMID 18725927 · PMC2507756 · PLoS computational biology · 2008 · 8 claims · 4 setups

  Full-text index only

  Observed ChIP-seq tag counts follow an initial power-law distribution followed by a long right tail.

  stat1 ncbi chip-seq motif

• Blood Transcriptome Analysis of Septic Patients Reveals a Long Non-Coding Alu-RNA in the Complement C5a Receptor 1 Gene.

  PMID 35447887 · PMC9027897 · Non-coding RNA · 2022 · 6 claims · 7 setups

  Has reproduction · 64

  A computational pipeline intersecting immune gene coordinates with Alu element coordinates can identify candidate Alu-lncRNAs

  peripheral genome blood bulk illumina ion

• Inferring a spatial code of cell-cell interactions across a whole animal body.

  PMID 36395331 · PMC9714814 · PLoS computational biology · 2022 · 8 claims · 6 setups

  Has reproduction · 90

  cell2cell computes cell-cell interaction (CCI) potential using a novel modified Bray-Curtis score based on complementary coexpression of ligand-receptor pairs between cells

  elegans computational single-cell random genetic

• Assessment of dispersion metrics for estimating single-cell transcriptional variability.

  PMID 41770747 · PMC12970974 · PLoS computational biology · 2026 · 7 claims · 4 setups

  Full-text index only

  The variance-to-mean ratio (VMR/Fano factor) scales approximately linearly with increasing dispersion and is independent of dataset size.

  simulated manivannan lana-elola yuzwa computational scrna-seq

• Transcriptome profiling of Giardia intestinalis using strand-specific RNA-seq.

  PMID 23555231 · PMC3610916 · PLoS computational biology · 2013 · 8 claims · 8 setups

  Has reproduction · 74

  Most of the G. intestinalis genome is transcribed in in vitro-grown trophozoites, but at vastly different expression levels.

  intestinalis same rna-seq strand-specific technical reverse

• IsoSCM: improved and alternative 3' UTR annotation using multiple change-point inference.

  PMID 25406361 · PMC4274634 · RNA (New York, N.Y.) · 2015 · 8 claims · 6 setups

  Has reproduction · 30

  Existing ab initio assemblers (Cufflinks, Scripture) annotate at most one 3' boundary per terminal exon and therefore cannot assemble coexpressed tandem 3' UTR isoforms.

  mapped simulated rna-seq ict1 computational benchmarking 3'-seq

• MultiPert: An adversarial alignment and dual attention framework for single-cell multi-omics perturbation prediction.

  PMID 41811907 · PMC12998955 · PLoS computational biology · 2026 · 8 claims · 7 setups

  Full-text index only

  MultiPert reliably predicts both perturbed gene expression and protein abundance profiles from single-cell multi-omics data

  thp-1 kidney gse156478 computational zinb-vae autoencoder eccite-seq

• CellMap: precision mapping of cellular landscape in spatial transcriptomics.

  PMID 41505103 · PMC12781899 · Nucleic acids research · 2026 · 7 claims · 3 setups

  Full-text index only

  CellMap combines co-linearity of seed genes, a random forest model, and the linear assignment algorithm to achieve optimal assignment of single cells to spatial spots

  platforms single-cell expression computational scrna-seq spatial

• A reference profile-free deconvolution method to infer cancer cell-intrinsic subtypes and tumor-type-specific stromal profiles.

  PMID 32111252 · PMC7049190 · Genome medicine · 2020 · 8 claims · 8 setups

  Has reproduction · 91

  DeClust is a reference-profile-free deconvolution method that incorporates molecular subtyping directly into the deconvolution process, outputting cohort-level cancer subtype and stromal reference profiles rather than per-individual profiles

  tcga simulated muscle-invasive ccrcc computational simulation-based deconvolution

• Intratumoral heterogeneity in microsatellite instability status at single-cell resolution.

  PMID 41767255 · PMC12936829 · iScience · 2026 · 8 claims · 7 setups

  Has reproduction · 100

  A novel computational (Snakemake) pipeline quantifies intratumoral heterogeneity in MSI status at single-cell resolution

  colorectal cancer aggregated msisensor-rna single-cell cnv-based

• PreTSA: computationally efficient modeling of temporal and spatial gene expression patterns.

  PMID 41673899 · PMC12998178 · Genome biology · 2026 · 7 claims · 8 setups

  Full-text index only

  PreTSA dramatically reduces computational time and memory versus GAM (Monocle, TSCAN) and PseudotimeDE for identifying temporally variable genes (TVGs) while producing highly similar results

  simulated null pbmc pancreas pseudotime tvg false-positive

• Protocol for single-cell optimization objective and trade-off inference.

  PMID 41790544 · PMC12992945 · STAR protocols · 2026 · 6 claims · 6 setups

  Full-text index only

  SCOOTI is a computational framework that integrates bulk and single-cell omics data with genome-scale metabolic modeling to infer metabolic objectives and trade-offs

  mcf10a serum-starved contact-inhibited zygote bulk scrna-seq genome-scale

• E3RC: A step-by-step computational protocol for exploring enhancer RNA expression and regulation using conventional RNA-seq data.

  PMID 40716058 · PMC12318280 · STAR protocols · 2025 · 6 claims · 3 setups

  Has reproduction · 62

  E3RC is a computational framework for identifying and quantifying eRNAs and characterizing their expression and transcriptional regulation using conventional RNA-seq data.

  preimplantation genome erna bulk computational motif

• scSAMAC: saliency-adjusted masking induced attention contrastive learning for single-cell clustering.

  PMID 40131310 · PMC11934584 · Briefings in bioinformatics · 2025 · 8 claims · 1 setups

  Has reproduction · 85

  scSAMAC integrates contrastive learning and negative binomial (NB) losses into a VAE, extracting features via contrastive unit similarity while preserving intrinsic data characteristics to enhance robustness and generalization in clustering.

  scrna-seq scrna-seq

• CTCF binding site classes exhibit distinct evolutionary, genomic, epigenomic and transcriptomic features.

  PMID 19922652 · PMC3091324 · Genome biology · 2009 · 8 claims · 8 setups

  Full-text index only

  CTCF binding sites can be classified into three occupancy-based classes (LowOc, MedOc, HighOc) based on similarity to the CTCF PWM motif

  cd4+ hela imr90 embryonic chip-seq computational gene